Semantic web technologies can help to integrate heterogeneous data sources, and to make them accessible to the stakeholders involved in the urban energy planning. In the SEMANCO project, semantic technologies have been used to create models of urban energy sys-tems able to assess the energy performance of an urban area. A semantic energy information frameworkbrings together the data sources at different scales and from different domains (e.g. urban planning,energy management), as well as some energy simulation and assessment tools that interact with thesemantically modelled data. An ontology based on a vocabulary of concepts shared by experts has been created through the following process: capturing the experts knowledge about a specific problemregarding the energy efficiency of an urban area and the data needed to model it; creating an informalvocabulary through the terms referred to technical standards, and creating a formal vocabulary accordingto the Ontology Web Language specifications. This ontology has been applied to three case studies in the SEMANCO project. The ontology can bereused in other cases dealing with modelling of urban energy systems using semantic technologies andits underlying methodology – knowledge capturing, informal vocabulary creation, ontology building –could be replicated in other domains.
Data structuring for the ontological modelling of urban energy systems: The experience of the SEMANCO project / Corrado, Vincenzo; Ballarini, Ilaria; Madrazo, L.; Nemirovskij, G.. - In: SUSTAINABLE CITIES AND SOCIETY. - ISSN 2210-6707. - STAMPA. - 14:(2015), pp. 223-235. [10.1016/j.scs.2014.09.006]
Data structuring for the ontological modelling of urban energy systems: The experience of the SEMANCO project
CORRADO, Vincenzo;BALLARINI, ILARIA;
2015
Abstract
Semantic web technologies can help to integrate heterogeneous data sources, and to make them accessible to the stakeholders involved in the urban energy planning. In the SEMANCO project, semantic technologies have been used to create models of urban energy sys-tems able to assess the energy performance of an urban area. A semantic energy information frameworkbrings together the data sources at different scales and from different domains (e.g. urban planning,energy management), as well as some energy simulation and assessment tools that interact with thesemantically modelled data. An ontology based on a vocabulary of concepts shared by experts has been created through the following process: capturing the experts knowledge about a specific problemregarding the energy efficiency of an urban area and the data needed to model it; creating an informalvocabulary through the terms referred to technical standards, and creating a formal vocabulary accordingto the Ontology Web Language specifications. This ontology has been applied to three case studies in the SEMANCO project. The ontology can bereused in other cases dealing with modelling of urban energy systems using semantic technologies andits underlying methodology – knowledge capturing, informal vocabulary creation, ontology building –could be replicated in other domains.File | Dimensione | Formato | |
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https://hdl.handle.net/11583/2589555
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